Tracking and data association
Word sense disambiguation using machine-readable dictionaries
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Partitioning sparse matrices with eigenvectors of graphs
SIAM Journal on Matrix Analysis and Applications
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
CiteSeer: an automatic citation indexing system
Proceedings of the third ACM conference on Digital libraries
Distributional clustering of words for text classification
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Clustering in large graphs and matrices
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Relational learning of pattern-match rules for information extraction
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Duplicate record elimination in large data files
ACM Transactions on Database Systems (TODS)
Efficient clustering of high-dimensional data sets with application to reference matching
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Hardening soft information sources
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
IntelliClean: a knowledge-based intelligent data cleaner
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automated name authority control
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
Bipartite graph partitioning and data clustering
Proceedings of the tenth international conference on Information and knowledge management
Modern Information Retrieval
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
Data Mining and Knowledge Discovery
An Adapted Lesk Algorithm for Word Sense Disambiguation Using WordNet
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Learning domain-independent string transformation weights for high accuracy object identification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On clusterings-good, bad and spectral
FOCS '00 Proceedings of the 41st Annual Symposium on Foundations of Computer Science
Automatic document metadata extraction using support vector machines
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Bibliographic attribute extraction from erroneous references based on a statistical model
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Document clustering based on non-negative matrix factorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Fuzzy translation of cross-lingual spelling variants
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A divisive information theoretic feature clustering algorithm for text classification
The Journal of Machine Learning Research
Word clustering and disambiguation based on co-occurrence data
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Distributional clustering of English words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Similarity-based estimation of word cooccurrence probabilities
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Two supervised learning approaches for name disambiguation in author citations
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
A graph model for unsupervised lexical acquisition
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Frequency estimates for statistical word similarity measures
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Adaptive Name Matching in Information Integration
IEEE Intelligent Systems
Hierarchical hidden Markov models for information extraction
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Automatic categorization of figures in scientific documents
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Learning metadata from the evidence in an on-line citation matching scheme
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Search engine driven author disambiguation
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Tagging of name records for genealogical data browsing
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Measuring semantic similarity between words using web search engines
Proceedings of the 16th international conference on World Wide Web
Efficient topic-based unsupervised name disambiguation
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
A constraint-based probabilistic framework for name disambiguation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
OnCU system: ontology-based category utility approach for author name disambiguation
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Citation data clustering for author name disambiguation
Proceedings of the 2nd international conference on Scalable information systems
ArnetMiner: extraction and mining of academic social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Keeping a digital library clean: new solutions to old problems
Proceedings of the eighth ACM symposium on Document engineering
MyCites: An Intelligent Information System for Maintaining Citations
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Author Name Disambiguation for Citations Using Topic and Web Correlation
ECDL '08 Proceedings of the 12th European conference on Research and Advanced Technology for Digital Libraries
A Graph Partitioning Approach to Entity Disambiguation Using Uncertain Information
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
On co-authorship for author disambiguation
Information Processing and Management: an International Journal
A Term-Based Driven Clustering Approach for Name Disambiguation
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Author name disambiguation in MEDLINE
ACM Transactions on Knowledge Discovery from Data (TKDD)
Disambiguating authors in academic publications using random forests
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Using web information for author name disambiguation
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
Improving author coreference by resource-bounded information gathering from the web
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Extracting key phrases to disambiguate personal name queries in web search
CLIIR '06 Proceedings of the Workshop on How Can Computational Linguistics Improve Information Retrieval?
A graph-theoretic framework for semantic distance
Computational Linguistics
SyGAR: a synthetic data generator for evaluating name disambiguation methods
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Effective self-training author name disambiguation in scholarly digital libraries
Proceedings of the 10th annual joint conference on Digital libraries
A Combination Approach to Web User Profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
K-radius subgraph comparison for RDF data cleansing
WAIM'10 Proceedings of the 11th international conference on Web-age information management
On Graph-Based Name Disambiguation
Journal of Data and Information Quality (JDIQ)
Author name disambiguation for citations on the deep web
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
Journal of the American Society for Information Science and Technology
Construction of a large-scale test set for author disambiguation
Information Processing and Management: an International Journal
State of the art versus classical clustering for unsupervised word sense disambiguation
Artificial Intelligence Review
An effective web document clustering algorithm based on bisection and merge
Artificial Intelligence Review
Eliminating the redundancy in blocking-based entity resolution methods
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Resolving author name homonymy to improve resolution of structures in co-author networks
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Efficient name disambiguation in digital libraries
WAIM'11 Proceedings of the 12th international conference on Web-age information management
A classification framework for disambiguating web people search result using feedback
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Incorporating user feedback into name disambiguation of scientific cooperation network
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Metadata enrichment via topic models for author name disambiguation
NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
Did they notice? - a case-study on the community contribution to data quality in DBLP
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
Applied Intelligence
Author Name Disambiguation in Citations
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Combining machine learning and human judgment in author disambiguation
Proceedings of the 20th ACM international conference on Information and knowledge management
Efficient name disambiguation for large-scale databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Analysing social networks within bibliographical data
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
IdentityRank: Named entity disambiguation in the news domain
Expert Systems with Applications: An International Journal
Disambiguating authors in citations on the web and authorship correlations
Expert Systems with Applications: An International Journal
Cost-effective on-demand associative author name disambiguation
Information Processing and Management: an International Journal
A tool for generating synthetic authorship records for evaluating author name disambiguation methods
Information Sciences: an International Journal
Active associative sampling for author name disambiguation
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Citation-based bootstrapping for large-scale author disambiguation
Journal of the American Society for Information Science and Technology
AUTOMATIC ANNOTATION OF AMBIGUOUS PERSONAL NAMES ON THE WEB
Computational Intelligence
A brief survey of automatic methods for author name disambiguation
ACM SIGMOD Record
Author name disambiguation: What difference does it make in author-based citation analysis?
Journal of the American Society for Information Science and Technology
Entity resolution using search engine results
Proceedings of the 21st ACM international conference on Information and knowledge management
Characteristics of Korean personal names
Journal of the American Society for Information Science and Technology
Ambiguous author query detection using crowdsourced digital library annotations
Information Processing and Management: an International Journal
Vietnamese author name disambiguation for integrating publications from heterogeneous sources
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Mining research abstracts for exploration of research communities
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
An automatic system for identifying authorities in digital libraries
Expert Systems with Applications: An International Journal
Online search of overlapping communities
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
A relevance feedback approach for the author name disambiguation problem
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Author disambiguation by hierarchical agglomerative clustering with adaptive stopping criterion
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Resolving homonymy with correlation clustering in scholarly digital libraries
Proceedings of the 22nd international conference on World Wide Web companion
Bootstrapping active name disambiguation with crowdsourcing
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A semi-supervised approach for author disambiguation in KDD CUP 2013
Proceedings of the 2013 KDD Cup 2013 Workshop
Name disambiguation in scientific cooperation network by exploiting user feedback
Artificial Intelligence Review
| Hi-index | 0.00 |
An author may have multiple names and multiple authors may share the same name simply due to name abbreviations, identical names, or name misspellings in publications or bibliographies 1. This can produce name ambiguity which can affect the performance of document retrieval, web search, and database integration, and may cause improper attribution of credit. Proposed here is an unsupervised learning approach using K-way spectral clustering that disambiguates authors in citations. The approach utilizes three types of citation attributes: co-author names, paper titles, and publication venue titles 2. The approach is illustrated with 16 name datasets with citations collected from the DBLP database bibliography and author home pages and shows that name disambiguation can be achieved using these citation attributes.